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Coefficient sensitivity and structure optimization of multidimensional state-space digital filters

机译:多维状态空间数字滤波器的系数灵敏度和结构优化

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In this paper, a new coefficient sensitivity measure for multidimensional (n-D) digital systems in state-space representation is proposed. This is motivated by the fact that coefficients equal to 0 or /spl plusmn/1 can be implemented exactly using finite wordlength and thus have no contribution to coefficient quantization errors. The relationship between commonly used sensitivity measures for 2-D and n-D systems and the new one proposed in this paper is discussed. It is shown that in evaluating the accuracy between a finite wordlength implementation of a transfer function and the ideal one, the proposed sensitivity measure is more useful than the commonly used ones. Further, the proposed measure confirms that realizations with Schur and/or Hessenberg structures can be used to obtain more accurate finite wordlength implementations of transfer functions than the ones obtained using fully parametrized minimum sensitivity structures.
机译:本文提出了一种新的状态空间表示中的多维(n-D)数字系统系数敏感性度量。这是由于以下事实:等于0或/ spl plusmn / 1的系数可以使用有限的字长精确实现,因此对系数量化误差没有贡献。讨论了常用的二维和n-D系统灵敏度测量方法与本文提出的新方法之间的关系。结果表明,在评估传递函数的有限字长实现与理想函数之间的精度时,所提出的灵敏度度量比常用度量更有用。此外,所提出的措施证实,与使用完全参数化的最小灵敏度结构获得的传递函数相比,具有Schur和/或Hessenberg结构的实现可用于获得传递函数的更准确的有限字长实现。

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